Run
7849790

Run 7849790

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0144654504923335
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.537742365693
mlr.classif.xgboost(9)_subsample0.27780471497681
mlr.classif.xgboost(9)_colsample_bytree0.440267406171188
mlr.classif.xgboost(9)_colsample_bylevel0.686491661705077
mlr.classif.xgboost(9)_lambda2.3017054462416
mlr.classif.xgboost(9)_alpha234.188138861056
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds816
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14132.5373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7706
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7706
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.0304
UserCPU time millis
621.506
UserCPU time millis testing
8.018
UserCPU time millis training
613.488